2 citations · 4 across the 5 of their papers we have counts for
6 papers
Modeling Epidemic Spread with Strategic Vaccination and Socialization: a Mean Field Game Analysis
Huaning Liu, Gokce Dayanikli
We study a game-theoretic model of epidemic control in a large population with finitely many groups and non-cooperative individuals. In the model, individuals jointly choose their…
A Machine Learning Method for Stackelberg Mean Field Games
Gokce Dayanikli, Mathieu Lauriere
We propose a single-level numerical approach to solve Stackelberg mean field game (MFG) problems. In Stackelberg MFG, an infinite population of agents play a non-cooperative game a…
Mean Field Model for an Advertising Competition in a Duopoly
Rene Carmona, Gokce Dayanikli
In this study, we analyze an advertising competition in a duopoly. We consider two different notions of equilibrium. We model the companies in the duopoly as major players, and the…
Finite State Graphon Games with Applications to Epidemics
Alexander Aurell, Rene Carmona, Gokce Dayanikli +1
We consider a game for a continuum of non-identical players evolving on a finite state space. Their heterogeneous interactions are represented by a graphon, which can be viewed as…
Mean Field Models to Regulate Carbon Emissions in Electricity Production
Rene Carmona, Gokce Dayanikli, Mathieu Lauriere
The most serious threat to ecosystems is the global climate change fueled by the uncontrolled increase in carbon emissions. In this project, we use mean field control and mean fiel…
Optimal incentives to mitigate epidemics: a Stackelberg mean field game approach
Alexander Aurell, Rene Carmona, Gokce Dayanikli +1
Motivated by models of epidemic control in large populations, we consider a Stackelberg mean field game model between a principal and a mean field of agents evolving on a finite st…